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Analysis of Microarray Data : a Network-based Approach by Frank Emmert-Streib, Matthias Dehmer is a nonfiction available to read on EtoBox.

What is Analysis of Microarray Data : a Network-based Approach about?

This book is the first to focus on the application of mathematical networks for analyzing microarray data. This method goes well beyond the standard clustering methods traditionally used. From the contents: Understanding and Preprocessing Microarray Data Clustering of Microarray Data Reconstruction of the Yeast Cell Cycle by Partial Correlations of Higher Order Bilayer Verification Algorithm Probabilistic Boolean Networks as Models for Gene Regulation Estimating Transcriptional Regulatory Networks by a Bayesian Network Analysis of Therapeutic Compound Effects Statistical Methods for Inference of Genetic Networks and Regulatory Modules Identification of Genetic Networks by Structural Equations Predicting Functional Modules Using Microarray and Protein Interaction Data Integrating Results from Literature Mining and Microarray Experiments to Infer Gene Networks The book is for both, scientists using the technique as well as those developing new analysis techniques.

Who reads Analysis of Microarray Data : a Network-based Approach?

Author

Frank Emmert-Streib, Matthias Dehmer

Publisher

Wiley-VCH ; John Wiley [distributor

Published

2008

Language

EN

ISBN

9783527622818

Category

nonfiction

Subjects

Science, Mathematics, Engineering